Aniruddha Bora Source Confirmed

Affiliation confirmed via AI analysis of OpenAlex, ORCID, and web sources.

Assistant Professor

John Brown University

faculty

aniruddhabora@gmail.com

6 h-index 27 pubs 197 cited

Research Areas

Advanced Graph Neural Networks Model Reduction and Neural Networks Heat Transfer and Optimization Meteorological Phenomena and Simulations Climate variability and models

Links

ORCID

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OverviewAI-generated summary

Aniruddha Bora is an Assistant Professor at John Brown University whose research encompasses a diverse range of computational and mathematical modeling techniques, including advanced graph neural networks and model reduction strategies. Bora's work addresses complex problems in heat transfer, optimization, meteorological phenomena, and climate modeling. He has published on neural network methods for solving heat conduction problems in thin films and has also explored physics-informed deep neural operator networks. His recent work includes the characterization and inverse design of stochastic mechanical metamaterials using neural operators.

His primary research interests lie in applying neural networks and other advanced computational methods to enhance our understanding of physical systems and climate-related phenomena.

Metrics

  • h-index: 6
  • Publications: 27
  • Citations: 197

Selected Publications

  • Inception UNet (IUNet) and Multi-scale Multi-branch (M&M) UNet Plug-In Neural Operators for Online Bias Correction in E3SM (2026) DOI
  • Code and Data for "Learning Turbulent Flows with Generative Models for Super Resolution and Sparse Flow Reconstruction" (2025) DOI
  • Code and Data for "Learning Turbulent Flows with Generative Models for Super Resolution and Sparse Flow Reconstruction" (2025) DOI
  • Integrating neural operators with diffusion models improves spectral representation in turbulence modelling (2025) DOI
  • Transformerg2g: Adaptive Time-Stepping for Learning Temporal Graph Embeddings Using Transformers (2023) DOI

Collaborators

Researchers in the database who share publications

Vivek Oommen John Brown University 7 shared publications Siavash Khodakarami John Brown University 4 shared publications George Em Karniadakis John Brown University 4 shared publications Alan John Varghese John Brown University 3 shared publications Z. F. Wang John Brown University 2 shared publications Zhen Zhang John Brown University 2 shared publications Qianying Cao John Brown University 2 shared publications Mengjia Xu John Brown University 2 shared publications

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